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Zaharia Mosharaf Chowdhury Tathagata Das Ankur Dave Justin Ma Murphy McCauley Michael Franklin Scott Shenker Ion Stoica Spark Fast Interactive LanguageIntegrated Cluster Computing. edu Dhruba Borthakur Facebook Inc dhrubafacebookcom Joydeep Sen Sarma Facebook Inc jssarmafacebookcom Khaled Elmeleegy Yahoo Research khaledyahooinccom Scott Shenker University of California Berkeley shenkercsberkeleyedu Ion Stoica University of Cali edu Dhruba Borthakur Facebook Inc dhrubafacebookcom Joydeep Sen Sarma Facebook Inc jssarmafacebookcom Khaled Elmeleegy Yahoo Research khaledyahooinccom Scott Shenker University of California Berkeley shenkercsberkeleyedu Ion Stoica University of Cali UCBEECS2012259 httpwwweecsberkeleyeduPubsTechRpts2012EECS2012259html December 14 2012 brPage 2br Copyright 2012 by the authors All rights reserved Permission to make digital or hard copies of all or part of this work for personal or classroom use i berkeleyedu Abstract MaxMin Fairness is a exible resource allocation mecha nism used in most datacenter schedulers However an in creasing number of jobs have hard placement constraints restricting the machines they can run on due to special hardware Ciocarlie and Peter K Allen Columbia University New York USA cmateiallencscolumbiaedu Abstract In this paper we describe a system that combines human input and automatic grasp planning for controlling an arti64257cial hand with applications in the Zaharia, . Mosharaf. . Chowdhury. , . Tathagata. Das,. Ankur. Dave, Justin Ma, Murphy McCauley, Michael Franklin,. Scott . Shenker. , Ion . Stoica. Spark. Fast, Interactive, Language-Integrated Cluster Computing. Zaharia. UC Berkeley. www.spark-project.org. . Introduction to Spark Internals. UC BERKELEY. Outline. Project goals. Components. Life of a job. Extending Spark. How to contribute. Project Goals. Generality. Large-Scale Matrix Operations Using a Data Flow Engine. Outline. Data flow vs. traditional network programming. Limitations of . MapReduce. Spark computing engine. Matrix operations on Spark. Problem. Productions. Original video series for the film and gaming hardcore.. What do we do?. The Angry Video Game Nerd. The original gaming nerd takes you back to the past for a hilarious take on the worst games. THE FOOTSTEPS OF OUR ANCESTORS - THE STORYTELLERS. Royal . Court and Monastery Ensemble ". Negru-Vodă. ". . “. Passing . on the rough roads, through forests and over hills and valleys, with frequent ups and downs, I came in the evening to a place called . National . Institute of Infectious Diseases. ’’Prof. Dr. Matei BALS’’ Bucharest Romania. MANIFESTATIONS OF INFLUENZA IN . ROMANIA. Dr.. Constanta-Angelica . Visan. , . Prof.. . Dr.. Adrian . Mosharaf. . Chowdhury. , . Tathagata. Das, . Ankur. Dave, Cliff Engle, Michael Franklin. , . Haoyuan. Li, . Antonio . Lupher. , Justin Ma, Murphy McCauley, Scott . Shenker. , Ion . Stoica. , . Reynold. 2:00 p.m. Welcome 2:05 p.m. New Epig enetic Targets in Ovarian Cancer Stem Cells Yinu Wang, PhDPostdoctoral Fellow, Matei Lab Histone Methyltransferase DOT1L Coordinates AR and MYC Stability in Prosta A environment affected Romania’s luxury and VIP travel segment, the market is steadily recovering and private jet demand is again growing, - sa’s passenger sales general manager for Rom